Pandas Profiling Report

Dataset statistics

Number of variables	23
Number of observations	99955
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	17.5 MiB
Average record size in memory	184.0 B

Variable types

Categorical	12
Numeric	11

Alerts

`category` is highly overall correlated with `cost` and 6 other fields	High correlation
`cost` is highly overall correlated with `category` and 7 other fields	High correlation
`current_price` is highly overall correlated with `profit_margin` and 3 other fields	High correlation
`discount_pct` is highly overall correlated with `ratio`	High correlation
`gender` is highly overall correlated with `category` and 4 other fields	High correlation
`has_extra_sizes` is highly overall correlated with `category` and 4 other fields	High correlation
`main_color` is highly overall correlated with `category` and 6 other fields	High correlation
`month` is highly overall correlated with `week_number`	High correlation
`productgroup` is highly overall correlated with `category` and 3 other fields	High correlation
`profit_margin` is highly overall correlated with `cost` and 4 other fields	High correlation
`promo1` is highly overall correlated with `week_number`	High correlation
`ratio` is highly overall correlated with `discount_pct`	High correlation
`regular_price` is highly overall correlated with `current_price` and 3 other fields	High correlation
`sales` is highly overall correlated with `total_profit`	High correlation
`sec_color` is highly overall correlated with `category` and 4 other fields	High correlation
`style` is highly overall correlated with `category` and 3 other fields	High correlation
`total_profit` is highly overall correlated with `current_price` and 4 other fields	High correlation
`unit_profit` is highly overall correlated with `current_price` and 3 other fields	High correlation
`week_number` is highly overall correlated with `month` and 1 other fields	High correlation
`has_extra_sizes` is highly imbalanced (53.1%)	Imbalance
`promo1` is highly imbalanced (66.5%)	Imbalance
`promo2` is highly imbalanced (95.5%)	Imbalance
`main_color` is uniformly distributed	Uniform
`discount_pct` has 1490 (1.5%) zeros	Zeros

Reproduction

Analysis started	2025-05-09 11:31:36.101153
Analysis finished	2025-05-09 11:31:56.101776
Duration	20 seconds
Software version	ydata-profiling vv4.9.0
Download configuration	config.json

country
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.0 KiB

Germany	49380
Austria	35130
France	15445

Length

Max length	7
Median length	7
Mean length	6.8454805
Min length	6

Characters and Unicode

Total characters	684240
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Germany
2nd row	Germany
3rd row	Germany
4th row	Germany
5th row	Germany

Common Values

Value	Count	Frequency (%)
Germany	49380	49.4%
Austria	35130	35.1%
France	15445	15.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
germany	49380	49.4%
austria	35130	35.1%
france	15445	15.5%

Most occurring characters

Value	Count	Frequency (%)
r	99955	14.6%
a	99955	14.6%
e	64825	9.5%
n	64825	9.5%
G	49380	7.2%
m	49380	7.2%
y	49380	7.2%
A	35130	5.1%
u	35130	5.1%
s	35130	5.1%
Other values (4)	101150	14.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	684240	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	99955	14.6%
a	99955	14.6%
e	64825	9.5%
n	64825	9.5%
G	49380	7.2%
m	49380	7.2%
y	49380	7.2%
A	35130	5.1%
u	35130	5.1%
s	35130	5.1%
Other values (4)	101150	14.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	684240	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	99955	14.6%
a	99955	14.6%
e	64825	9.5%
n	64825	9.5%
G	49380	7.2%
m	49380	7.2%
y	49380	7.2%
A	35130	5.1%
u	35130	5.1%
s	35130	5.1%
Other values (4)	101150	14.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	684240	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	99955	14.6%
a	99955	14.6%
e	64825	9.5%
n	64825	9.5%
G	49380	7.2%
m	49380	7.2%
y	49380	7.2%
A	35130	5.1%
u	35130	5.1%
s	35130	5.1%
Other values (4)	101150	14.8%

productgroup
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.0 KiB

SHOES	59975
HARDWARE ACCESSORIES	19990
SHORTS	9996
SWEATSHIRTS	9994

Length

Max length	20
Median length	5
Mean length	8.6997649
Min length	5

Characters and Unicode

Total characters	869585
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SHOES
2nd row	SHORTS
3rd row	HARDWARE ACCESSORIES
4th row	SHOES
5th row	SHOES

Common Values

Value	Count	Frequency (%)
SHOES	59975	60.0%
HARDWARE ACCESSORIES	19990	20.0%
SHORTS	9996	10.0%
SWEATSHIRTS	9994	10.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
shoes	59975	50.0%
hardware	19990	16.7%
accessories	19990	16.7%
shorts	9996	8.3%
sweatshirts	9994	8.3%

Most occurring characters

Value	Count	Frequency (%)
S	229894	26.4%
E	129939	14.9%
H	99955	11.5%
O	89961	10.3%
R	79960	9.2%
A	69964	8.0%
C	39980	4.6%
W	29984	3.4%
I	29984	3.4%
T	29984	3.4%
Other values (2)	39980	4.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	869585	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	229894	26.4%
E	129939	14.9%
H	99955	11.5%
O	89961	10.3%
R	79960	9.2%
A	69964	8.0%
C	39980	4.6%
W	29984	3.4%
I	29984	3.4%
T	29984	3.4%
Other values (2)	39980	4.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	869585	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	229894	26.4%
E	129939	14.9%
H	99955	11.5%
O	89961	10.3%
R	79960	9.2%
A	69964	8.0%
C	39980	4.6%
W	29984	3.4%
I	29984	3.4%
T	29984	3.4%
Other values (2)	39980	4.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	869585	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	229894	26.4%
E	129939	14.9%
H	99955	11.5%
O	89961	10.3%
R	79960	9.2%
A	69964	8.0%
C	39980	4.6%
W	29984	3.4%
I	29984	3.4%
T	29984	3.4%
Other values (2)	39980	4.6%

category
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.0 KiB

TRAINING	29986
RUNNING	19992
FOOTBALL GENERIC	19991
RELAX CASUAL	9998
GOLF	9994

Length

Max length	16
Median length	12
Mean length	9.2001801
Min length	4

Characters and Unicode

Total characters	919604
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TRAINING
2nd row	TRAINING
3rd row	GOLF
4th row	RUNNING
5th row	RELAX CASUAL

Common Values

Value	Count	Frequency (%)
TRAINING	29986	30.0%
RUNNING	19992	20.0%
FOOTBALL GENERIC	19991	20.0%
RELAX CASUAL	9998	10.0%
GOLF	9994	10.0%
INDOOR	9994	10.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
training	29986	23.1%
running	19992	15.4%
football	19991	15.4%
generic	19991	15.4%
relax	9998	7.7%
casual	9998	7.7%
golf	9994	7.7%
indoor	9994	7.7%

Most occurring characters

Value	Count	Frequency (%)
N	149933	16.3%
I	109949	12.0%
R	89961	9.8%
A	79971	8.7%
G	79963	8.7%
L	69972	7.6%
O	69964	7.6%
E	49980	5.4%
T	49977	5.4%
U	29990	3.3%
Other values (7)	139944	15.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	919604	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	149933	16.3%
I	109949	12.0%
R	89961	9.8%
A	79971	8.7%
G	79963	8.7%
L	69972	7.6%
O	69964	7.6%
E	49980	5.4%
T	49977	5.4%
U	29990	3.3%
Other values (7)	139944	15.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	919604	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	149933	16.3%
I	109949	12.0%
R	89961	9.8%
A	79971	8.7%
G	79963	8.7%
L	69972	7.6%
O	69964	7.6%
E	49980	5.4%
T	49977	5.4%
U	29990	3.3%
Other values (7)	139944	15.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	919604	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	149933	16.3%
I	109949	12.0%
R	89961	9.8%
A	79971	8.7%
G	79963	8.7%
L	69972	7.6%
O	69964	7.6%
E	49980	5.4%
T	49977	5.4%
U	29990	3.3%
Other values (7)	139944	15.2%

style
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.0 KiB

regular	49979
wide	29984
slim	19992

Length

Max length	7
Median length	7
Mean length	5.500045
Min length	4

Characters and Unicode

Total characters	549757
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	slim
2nd row	regular
3rd row	regular
4th row	regular
5th row	regular

Common Values

Value	Count	Frequency (%)
regular	49979	50.0%
wide	29984	30.0%
slim	19992	20.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
regular	49979	50.0%
wide	29984	30.0%
slim	19992	20.0%

Most occurring characters

Value	Count	Frequency (%)
r	99958	18.2%
e	79963	14.5%
l	69971	12.7%
g	49979	9.1%
u	49979	9.1%
a	49979	9.1%
i	49976	9.1%
w	29984	5.5%
d	29984	5.5%
s	19992	3.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	549757	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	99958	18.2%
e	79963	14.5%
l	69971	12.7%
g	49979	9.1%
u	49979	9.1%
a	49979	9.1%
i	49976	9.1%
w	29984	5.5%
d	29984	5.5%
s	19992	3.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	549757	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	99958	18.2%
e	79963	14.5%
l	69971	12.7%
g	49979	9.1%
u	49979	9.1%
a	49979	9.1%
i	49976	9.1%
w	29984	5.5%
d	29984	5.5%
s	19992	3.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	549757	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	99958	18.2%
e	79963	14.5%
l	69971	12.7%
g	49979	9.1%
u	49979	9.1%
a	49979	9.1%
i	49976	9.1%
w	29984	5.5%
d	29984	5.5%
s	19992	3.6%

gender
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.0 KiB

women	69968
kids	9996
unisex	9996
men	9995

Length

Max length	6
Median length	5
Mean length	4.80001
Min length	3

Characters and Unicode

Total characters	479785
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	women
2nd row	women
3rd row	women
4th row	kids
5th row	women

Common Values

Value	Count	Frequency (%)
women	69968	70.0%
kids	9996	10.0%
unisex	9996	10.0%
men	9995	10.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
women	69968	70.0%
kids	9996	10.0%
unisex	9996	10.0%
men	9995	10.0%

Most occurring characters

Value	Count	Frequency (%)
e	89959	18.7%
n	89959	18.7%
m	79963	16.7%
w	69968	14.6%
o	69968	14.6%
i	19992	4.2%
s	19992	4.2%
k	9996	2.1%
d	9996	2.1%
u	9996	2.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	479785	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	89959	18.7%
n	89959	18.7%
m	79963	16.7%
w	69968	14.6%
o	69968	14.6%
i	19992	4.2%
s	19992	4.2%
k	9996	2.1%
d	9996	2.1%
u	9996	2.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	479785	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	89959	18.7%
n	89959	18.7%
m	79963	16.7%
w	69968	14.6%
o	69968	14.6%
i	19992	4.2%
s	19992	4.2%
k	9996	2.1%
d	9996	2.1%
u	9996	2.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	479785	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	89959	18.7%
n	89959	18.7%
m	79963	16.7%
w	69968	14.6%
o	69968	14.6%
i	19992	4.2%
s	19992	4.2%
k	9996	2.1%
d	9996	2.1%
u	9996	2.1%

main_color
Categorical

HIGH CORRELATION UNIFORM

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.0 KiB

blueviolet	9998
chocolate	9996
darkkhaki	9996
rosybrown	9996
brown	9996
Other values (5)	49973

Length

Max length	12
Median length	10
Mean length	8.19997
Min length	4

Characters and Unicode

Total characters	819628
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	chocolate
2nd row	darkkhaki
3rd row	goldenrod
4th row	rosybrown
5th row	blueviolet

Common Values

Value	Count	Frequency (%)
blueviolet	9998	10.0%
chocolate	9996	10.0%
darkkhaki	9996	10.0%
rosybrown	9996	10.0%
brown	9996	10.0%
silver	9996	10.0%
gray	9995	10.0%
goldenrod	9994	10.0%
steelblue	9994	10.0%
lightskyblue	9994	10.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
blueviolet	9998	10.0%
chocolate	9996	10.0%
darkkhaki	9996	10.0%
rosybrown	9996	10.0%
brown	9996	10.0%
silver	9996	10.0%
gray	9995	10.0%
goldenrod	9994	10.0%
steelblue	9994	10.0%
lightskyblue	9994	10.0%

Most occurring characters

Value	Count	Frequency (%)
e	89958	11.0%
l	89958	11.0%
o	79966	9.8%
r	69969	8.5%
b	49978	6.1%
i	39984	4.9%
a	39983	4.9%
t	39982	4.9%
k	39982	4.9%
s	39980	4.9%
Other values (9)	239888	29.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	819628	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	89958	11.0%
l	89958	11.0%
o	79966	9.8%
r	69969	8.5%
b	49978	6.1%
i	39984	4.9%
a	39983	4.9%
t	39982	4.9%
k	39982	4.9%
s	39980	4.9%
Other values (9)	239888	29.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	819628	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	89958	11.0%
l	89958	11.0%
o	79966	9.8%
r	69969	8.5%
b	49978	6.1%
i	39984	4.9%
a	39983	4.9%
t	39982	4.9%
k	39982	4.9%
s	39980	4.9%
Other values (9)	239888	29.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	819628	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	89958	11.0%
l	89958	11.0%
o	79966	9.8%
r	69969	8.5%
b	49978	6.1%
i	39984	4.9%
a	39983	4.9%
t	39982	4.9%
k	39982	4.9%
s	39980	4.9%
Other values (9)	239888	29.3%

sec_color
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.0 KiB

rosybrown	39981
lightblue	29988
lavender	29986

Length

Max length	9
Median length	9
Mean length	8.700005
Min length	8

Characters and Unicode

Total characters	869609
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	lavender
2nd row	lavender
3rd row	lavender
4th row	lightblue
5th row	lightblue

Common Values

Value	Count	Frequency (%)
rosybrown	39981	40.0%
lightblue	29988	30.0%
lavender	29986	30.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
rosybrown	39981	40.0%
lightblue	29988	30.0%
lavender	29986	30.0%

Most occurring characters

Value	Count	Frequency (%)
r	109948	12.6%
l	89962	10.3%
e	89960	10.3%
o	79962	9.2%
b	69969	8.0%
n	69967	8.0%
s	39981	4.6%
y	39981	4.6%
w	39981	4.6%
t	29988	3.4%
Other values (7)	209910	24.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	869609	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	109948	12.6%
l	89962	10.3%
e	89960	10.3%
o	79962	9.2%
b	69969	8.0%
n	69967	8.0%
s	39981	4.6%
y	39981	4.6%
w	39981	4.6%
t	29988	3.4%
Other values (7)	209910	24.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	869609	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	109948	12.6%
l	89962	10.3%
e	89960	10.3%
o	79962	9.2%
b	69969	8.0%
n	69967	8.0%
s	39981	4.6%
y	39981	4.6%
w	39981	4.6%
t	29988	3.4%
Other values (7)	209910	24.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	869609	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	109948	12.6%
l	89962	10.3%
e	89960	10.3%
o	79962	9.2%
b	69969	8.0%
n	69967	8.0%
s	39981	4.6%
y	39981	4.6%
w	39981	4.6%
t	29988	3.4%
Other values (7)	209910	24.1%

has_extra_sizes
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.0 KiB

1	89959
0	9996

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	99955
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	89959	90.0%
0	9996	10.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	89959	90.0%
0	9996	10.0%

Most occurring characters

Value	Count	Frequency (%)
1	89959	90.0%
0	9996	10.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	99955	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	89959	90.0%
0	9996	10.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	99955	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	89959	90.0%
0	9996	10.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	99955	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	89959	90.0%
0	9996	10.0%

year
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.0 KiB

2015	42790
2016	41792
2017	14593
2014	780

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	399820
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2016
2nd row	2016
3rd row	2016
4th row	2016
5th row	2016

Common Values

Value	Count	Frequency (%)
2015	42790	42.8%
2016	41792	41.8%
2017	14593	14.6%
2014	780	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2015	42790	42.8%
2016	41792	41.8%
2017	14593	14.6%
2014	780	0.8%

Most occurring characters

Value	Count	Frequency (%)
2	99955	25.0%
0	99955	25.0%
1	99955	25.0%
5	42790	10.7%
6	41792	10.5%
7	14593	3.6%
4	780	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	399820	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	99955	25.0%
0	99955	25.0%
1	99955	25.0%
5	42790	10.7%
6	41792	10.5%
7	14593	3.6%
4	780	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	399820	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	99955	25.0%
0	99955	25.0%
1	99955	25.0%
5	42790	10.7%
6	41792	10.5%
7	14593	3.6%
4	780	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	399820	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	99955	25.0%
0	99955	25.0%
1	99955	25.0%
5	42790	10.7%
6	41792	10.5%
7	14593	3.6%
4	780	0.2%

month
Real number (ℝ)

HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.9063379

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	5
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.5316156
Coefficient of variation (CV)	0.5979366
Kurtosis	-1.2261821
Mean	5.9063379
Median Absolute Deviation (MAD)	3
Skewness	0.23773583
Sum	590368
Variance	12.472309
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	11730	11.7%
4	10670	10.7%
3	10183	10.2%
2	9967	10.0%
5	8540	8.5%
11	7550	7.6%
10	7100	7.1%
12	7080	7.1%
8	7080	7.1%
7	6995	7.0%
Other values (2)	13060	13.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	11730	11.7%
2	9967	10.0%
3	10183	10.2%
4	10670	10.7%
5	8540	8.5%
6	6460	6.5%
7	6995	7.0%
8	7080	7.1%
9	6600	6.6%
10	7100	7.1%

Value	Count	Frequency (%)
12	7080	7.1%
11	7550	7.6%
10	7100	7.1%
9	6600	6.6%
8	7080	7.1%
7	6995	7.0%
6	6460	6.5%
5	8540	8.5%
4	10670	10.7%
3	10183	10.2%

week_number
Real number (ℝ)

HIGH CORRELATION

Distinct	53
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.347366

Minimum	1
Maximum	53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.0 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	11
median	22
Q3	38
95-th percentile	50
Maximum	53
Range	52
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	15.616134
Coefficient of variation (CV)	0.64138904
Kurtosis	-1.2280118
Mean	24.347366
Median Absolute Deviation (MAD)	13
Skewness	0.23281323
Sum	2433641
Variance	243.86364
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	2770	2.8%
5	2694	2.7%
4	2650	2.7%
15	2630	2.6%
17	2620	2.6%
9	2573	2.6%
16	2510	2.5%
2	2450	2.5%
6	2450	2.5%
7	2420	2.4%
Other values (43)	74188	74.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2260	2.3%
2	2450	2.5%
3	2770	2.8%
4	2650	2.7%
5	2694	2.7%
6	2450	2.5%
7	2420	2.4%
8	2403	2.4%
9	2573	2.6%
10	2310	2.3%

Value	Count	Frequency (%)
53	740	0.7%
52	2360	2.4%
51	1790	1.8%
50	1520	1.5%
49	1490	1.5%
48	1690	1.7%
47	1960	2.0%
46	1440	1.4%
45	1720	1.7%
44	1520	1.5%

regular_price
Real number (ℝ)

HIGH CORRELATION

Distinct	123
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52.406195

Minimum	3.95
Maximum	197.95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.0 KiB

Quantile statistics

Minimum	3.95
5-th percentile	6.95
Q1	25.95
median	40.95
Q3	79.95
95-th percentile	120.95
Maximum	197.95
Range	194
Interquartile range (IQR)	54

Descriptive statistics

Standard deviation	35.272212
Coefficient of variation (CV)	0.67305423
Kurtosis	0.32165788
Mean	52.406195
Median Absolute Deviation (MAD)	20
Skewness	0.90334597
Sum	5238261.2
Variance	1244.1289
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26.95	3620	3.6%
29.95	3155	3.2%
30.95	3120	3.1%
23.95	3103	3.1%
62.95	2690	2.7%
25.95	2540	2.5%
44.95	2420	2.4%
20.95	2330	2.3%
3.95	2080	2.1%
83.95	1920	1.9%
Other values (113)	72977	73.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.95	2080	2.1%
4.95	570	0.6%
5.95	1270	1.3%
6.95	1323	1.3%
7.95	170	0.2%
8.95	680	0.7%
9.95	510	0.5%
10.95	800	0.8%
11.95	130	0.1%
12.95	190	0.2%

Value	Count	Frequency (%)
197.95	120	0.1%
195.95	160	0.2%
153.95	850	0.9%
150.95	150	0.2%
141.95	90	0.1%
139.95	240	0.2%
136.95	200	0.2%
135.95	270	0.3%
134.95	150	0.2%
132.95	490	0.5%

current_price
Real number (ℝ)

HIGH CORRELATION

Distinct	134
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.282169

Minimum	1.95
Maximum	139.45
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.0 KiB

Quantile statistics

Minimum	1.95
5-th percentile	3.95
Q1	11.95
median	20.95
Q3	37.95
95-th percentile	74.95
Maximum	139.45
Range	137.5
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	22.488396
Coefficient of variation (CV)	0.79514394
Kurtosis	2.4630586
Mean	28.282169
Median Absolute Deviation (MAD)	11
Skewness	1.4974943
Sum	2826944.2
Variance	505.72794
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.95	3650	3.7%
9.95	3360	3.4%
11.95	3230	3.2%
13.95	3130	3.1%
17.95	2930	2.9%
12.95	2920	2.9%
16.95	2883	2.9%
15.95	2720	2.7%
7.95	2670	2.7%
14.95	2520	2.5%
Other values (124)	69942	70.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.95	1720	1.7%
2.95	1990	2.0%
3.95	1420	1.4%
4.95	1650	1.7%
5.95	1953	2.0%
6.95	2160	2.2%
7.95	2670	2.7%
8.95	3650	3.7%
9.95	3360	3.4%
10.95	2400	2.4%

Value	Count	Frequency (%)
139.45	100	0.1%
136.95	10	< 0.1%
135.95	10	< 0.1%
134.95	10	< 0.1%
133.95	20	< 0.1%
131.95	20	< 0.1%
129.95	10	< 0.1%
128.95	20	< 0.1%
127.95	10	< 0.1%
125.95	30	< 0.1%

ratio
Real number (ℝ)

HIGH CORRELATION

Distinct	2722
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.54561339

Minimum	0.29648241
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.0 KiB

Quantile statistics

Minimum	0.29648241
5-th percentile	0.30283224
Q1	0.35483871
median	0.5250212
Q3	0.69924812
95-th percentile	0.88868275
Maximum	1
Range	0.70351759
Interquartile range (IQR)	0.34440941

Descriptive statistics

Standard deviation	0.19435305
Coefficient of variation (CV)	0.35621019
Kurtosis	-0.91070921
Mean	0.54561339
Median Absolute Deviation (MAD)	0.17122476
Skewness	0.39812175
Sum	54536.786
Variance	0.037773107
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1490	1.5%
0.4936708861	1130	1.1%
0.3103448276	830	0.8%
0.332096475	820	0.8%
0.3214862682	760	0.8%
0.2988313856	730	0.7%
0.746835443	720	0.7%
0.3319415449	690	0.7%
0.3317422434	570	0.6%
0.3548387097	510	0.5%
Other values (2712)	91705	91.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2964824121	120	0.1%
0.298245614	230	0.2%
0.2988313856	730	0.7%
0.2991239049	140	0.1%
0.2992992993	160	0.2%
0.2994161802	40	< 0.1%
0.2994996426	310	0.3%
0.2995622264	50	0.1%
0.2996108949	60	0.1%
0.2996498249	70	0.1%

Value	Count	Frequency (%)
1	1490	1.5%
0.9920603414	10	< 0.1%
0.9917321207	10	< 0.1%
0.9915218313	10	< 0.1%
0.9904716532	10	< 0.1%
0.9899949975	10	< 0.1%
0.9890049478	10	< 0.1%
0.9880881477	10	< 0.1%
0.9857040743	20	< 0.1%
0.9841206828	10	< 0.1%

discount_pct
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	2722
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.45438661

Minimum	0
Maximum	0.70351759
Zeros	1490
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	781.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.11131725
Q1	0.30075188
median	0.4749788
Q3	0.64516129
95-th percentile	0.69716776
Maximum	0.70351759
Range	0.70351759
Interquartile range (IQR)	0.34440941

Descriptive statistics

Standard deviation	0.19435305
Coefficient of variation (CV)	0.42772617
Kurtosis	-0.91070921
Mean	0.45438661
Median Absolute Deviation (MAD)	0.17122476
Skewness	-0.39812175
Sum	45418.214
Variance	0.037773107
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1490	1.5%
0.5063291139	1130	1.1%
0.6896551724	830	0.8%
0.667903525	820	0.8%
0.6785137318	760	0.8%
0.7011686144	730	0.7%
0.253164557	720	0.7%
0.6680584551	690	0.7%
0.6682577566	570	0.6%
0.6451612903	510	0.5%
Other values (2712)	91705	91.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1490	1.5%
0.007939658595	10	< 0.1%
0.008267879289	10	< 0.1%
0.008478168716	10	< 0.1%
0.009528346832	10	< 0.1%
0.0100050025	10	< 0.1%
0.01099505223	10	< 0.1%
0.01191185229	10	< 0.1%
0.01429592566	20	< 0.1%
0.01587931719	10	< 0.1%

Value	Count	Frequency (%)
0.7035175879	120	0.1%
0.701754386	230	0.2%
0.7011686144	730	0.7%
0.7008760951	140	0.1%
0.7007007007	160	0.2%
0.7005838198	40	< 0.1%
0.7005003574	310	0.3%
0.7004377736	50	0.1%
0.7003891051	60	0.1%
0.7003501751	70	0.1%

cost
Real number (ℝ)

HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.5172089

Minimum	1.29
Maximum	13.29
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.0 KiB

Quantile statistics

Minimum	1.29
5-th percentile	1.29
Q1	2.29
median	8.7
Q3	9.6
95-th percentile	13.29
Maximum	13.29
Range	12
Interquartile range (IQR)	7.31

Descriptive statistics

Standard deviation	3.9147665
Coefficient of variation (CV)	0.60068145
Kurtosis	-1.2873369
Mean	6.5172089
Median Absolute Deviation (MAD)	3.5
Skewness	0.099245499
Sum	651427.62
Variance	15.325397
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
9.6	9998	10.0%
13.29	9996	10.0%
2.29	9996	10.0%
9	9996	10.0%
9.9	9996	10.0%
1.29	9996	10.0%
8.7	9995	10.0%
1.7	9994	10.0%
4.2	9994	10.0%
5.2	9994	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.29	9996	10.0%
1.7	9994	10.0%
2.29	9996	10.0%
4.2	9994	10.0%
5.2	9994	10.0%
8.7	9995	10.0%
9	9996	10.0%
9.6	9998	10.0%
9.9	9996	10.0%
13.29	9996	10.0%

Value	Count	Frequency (%)
13.29	9996	10.0%
9.9	9996	10.0%
9.6	9998	10.0%
9	9996	10.0%
8.7	9995	10.0%
5.2	9994	10.0%
4.2	9994	10.0%
2.29	9996	10.0%
1.7	9994	10.0%
1.29	9996	10.0%

sales
Real number (ℝ)

HIGH CORRELATION

Distinct	327
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.721455

Minimum	1
Maximum	344
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	10
median	26
Q3	64
95-th percentile	216
Maximum	344
Range	343
Interquartile range (IQR)	54

Descriptive statistics

Standard deviation	71.398308
Coefficient of variation (CV)	1.3290464
Kurtosis	5.7159808
Mean	53.721455
Median Absolute Deviation (MAD)	20
Skewness	2.3656483
Sum	5369728
Variance	5097.7184
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	3073	3.1%
1	3053	3.1%
3	2950	3.0%
4	2800	2.8%
5	2680	2.7%
6	2670	2.7%
7	2380	2.4%
8	2370	2.4%
9	2160	2.2%
11	2130	2.1%
Other values (317)	73689	73.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3053	3.1%
2	3073	3.1%
3	2950	3.0%
4	2800	2.8%
5	2680	2.7%
6	2670	2.7%
7	2380	2.4%
8	2370	2.4%
9	2160	2.2%
10	1940	1.9%

Value	Count	Frequency (%)
344	1960	2.0%
343	20	< 0.1%
342	40	< 0.1%
339	10	< 0.1%
337	30	< 0.1%
333	50	0.1%
332	10	< 0.1%
331	10	< 0.1%
328	10	< 0.1%
327	20	< 0.1%

unit_profit
Real number (ℝ)

HIGH CORRELATION

Distinct	866
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.767545

Minimum	-11.34
Maximum	136.135
Zeros	0
Zeros (%)	0.0%
Negative	10796
Negative (%)	10.8%
Memory size	781.0 KiB

Quantile statistics

Minimum	-11.34
5-th percentile	-3.34
Q1	5.66
median	15.35
Q3	31.75
95-th percentile	68.75
Maximum	136.135
Range	147.475
Interquartile range (IQR)	26.09

Descriptive statistics

Standard deviation	22.839104
Coefficient of variation (CV)	1.0492274
Kurtosis	2.3575666
Mean	21.767545
Median Absolute Deviation (MAD)	11.69
Skewness	1.4366252
Sum	2175775
Variance	521.62468
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.66	796	0.8%
11.66	785	0.8%
8.66	766	0.8%
12.66	764	0.8%
9.66	753	0.8%
15.66	738	0.7%
14.66	729	0.7%
13.66	723	0.7%
4.66	705	0.7%
4.75	701	0.7%
Other values (856)	92495	92.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-11.34	172	0.2%
-10.34	199	0.2%
-9.34	142	0.1%
-8.34	165	0.2%
-7.95	172	0.2%
-7.65	172	0.2%
-7.34	195	0.2%
-7.05	172	0.2%
-6.95	199	0.2%
-6.75	172	0.2%

Value	Count	Frequency (%)
136.135	81	0.1%
136.05	2	< 0.1%
135.95	1	< 0.1%
135.75	1	< 0.1%
135.66	1	< 0.1%
135.35	1	< 0.1%
135.25	1	< 0.1%
135.05	1	< 0.1%
134.66	2	< 0.1%
134.25	1	< 0.1%

total_profit
Real number (ℝ)

HIGH CORRELATION

Distinct	33211
Distinct (%)	33.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	865.32133

Minimum	-3842
Maximum	6390
Zeros	0
Zeros (%)	0.0%
Negative	10796
Negative (%)	10.8%
Memory size	781.0 KiB

Quantile statistics

Minimum	-3842
5-th percentile	-95.42
Q1	73.4
median	316.75
Q3	998.48
95-th percentile	4348.113
Maximum	6390
Range	10232
Interquartile range (IQR)	925.08

Descriptive statistics

Standard deviation	1441.4727
Coefficient of variation (CV)	1.6658236
Kurtosis	5.6914432
Mean	865.32133
Median Absolute Deviation (MAD)	298.09
Skewness	2.3612155
Sum	86493194
Variance	2077843.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6390	2704	2.7%
123.75	66	0.1%
213.75	60	0.1%
56.25	60	0.1%
78.75	60	0.1%
146.25	56	0.1%
173.25	56	0.1%
94.5	54	0.1%
57.75	52	0.1%
63	50	0.1%
Other values (33201)	96737	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3842	32	< 0.1%
-3776.22	1	< 0.1%
-3677.94	1	< 0.1%
-3650.02	1	< 0.1%
-3627	1	< 0.1%
-3611.22	1	< 0.1%
-3553.2	1	< 0.1%
-3515.05	1	< 0.1%
-3457.14	1	< 0.1%
-3402	1	< 0.1%

Value	Count	Frequency (%)
6390	2704	2.7%
6389.34	2	< 0.1%
6388.25	1	< 0.1%
6388.2	1	< 0.1%
6385.54	2	< 0.1%
6383.94	1	< 0.1%
6382.5	1	< 0.1%
6381.72	1	< 0.1%
6380	1	< 0.1%
6378.75	2	< 0.1%

profit_margin
Real number (ℝ)

HIGH CORRELATION

Distinct	1398
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.55960661

Minimum	-1.5484368
Maximum	0.99341669
Zeros	0
Zeros (%)	0.0%
Negative	10796
Negative (%)	10.8%
Memory size	781.0 KiB

Quantile statistics

Minimum	-1.5484368
5-th percentile	-0.61344538
Q1	0.44846797
median	0.74965229
Q3	0.88932806
95-th percentile	0.96527068
Maximum	0.99341669
Range	2.5418535
Interquartile range (IQR)	0.4408601

Descriptive statistics

Standard deviation	0.52514881
Coefficient of variation (CV)	0.93842496
Kurtosis	5.8130724
Mean	0.55960661
Median Absolute Deviation (MAD)	0.1726778
Skewness	-2.3473688
Sum	55935.479
Variance	0.27578128
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.548436808	2334	2.3%
-0.4849162011	365	0.4%
0.8100558659	365	0.4%
-0.005586592179	365	0.4%
-0.07262569832	365	0.4%
0.530726257	365	0.4%
-0.1061452514	365	0.4%
0.4189944134	365	0.4%
0.8558659218	365	0.4%
0.02793296089	365	0.4%
Other values (1388)	94336	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.548436808	2334	2.3%
-1.506329114	142	0.1%
-1.430379747	142	0.1%
-1.278481013	142	0.1%
-1.233613445	195	0.2%
-1.202531646	142	0.1%
-1.153846154	172	0.2%
-1	165	0.2%
-0.9393939394	165	0.2%
-0.9122302158	216	0.2%

Value	Count	Frequency (%)
0.9934166879	1	< 0.1%
0.9927912825	1	< 0.1%
0.9916747338	1	< 0.1%
0.9915658712	2	< 0.1%
0.9913243174	1	< 0.1%
0.9911613566	2	< 0.1%
0.9911003794	1	< 0.1%
0.9909122931	1	< 0.1%
0.9908478184	1	< 0.1%
0.9905805038	1	< 0.1%

promo1
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.0 KiB

0	93770
1	6185

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	99955
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	93770	93.8%
1	6185	6.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	93770	93.8%
1	6185	6.2%

Most occurring characters

Value	Count	Frequency (%)
0	93770	93.8%
1	6185	6.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	99955	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	93770	93.8%
1	6185	6.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	99955	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	93770	93.8%
1	6185	6.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	99955	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	93770	93.8%
1	6185	6.2%

promo2
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.0 KiB

0	99465
1	490

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	99955
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	99465	99.5%
1	490	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	99465	99.5%
1	490	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	99465	99.5%
1	490	0.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	99955	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	99465	99.5%
1	490	0.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	99955	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	99465	99.5%
1	490	0.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	99955	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	99465	99.5%
1	490	0.5%

label
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.0 KiB

0	86031
1	13924

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	99955
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	86031	86.1%
1	13924	13.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	86031	86.1%
1	13924	13.9%

Most occurring characters

Value	Count	Frequency (%)
0	86031	86.1%
1	13924	13.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	99955	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	86031	86.1%
1	13924	13.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	99955	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	86031	86.1%
1	13924	13.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	99955	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	86031	86.1%
1	13924	13.9%

Auto

Heatmap
Table

	category	cost	country	current_price	discount_pct	gender	has_extra_sizes	label	main_color	month	productgroup	profit_margin	promo1	promo2	ratio	regular_price	sales	sec_color	style	total_profit	unit_profit	week_number	year
category	1.000	0.699	0.000	0.000	0.000	0.690	0.667	0.005	1.000	0.000	0.638	0.182	0.000	0.000	0.000	0.000	0.000	0.795	0.589	0.052	0.078	0.000	0.000
cost	0.699	1.000	0.000	-0.000	-0.000	0.724	1.000	0.000	1.000	-0.000	0.816	-0.658	0.000	0.000	0.000	-0.000	-0.000	0.782	0.876	-0.226	-0.225	-0.000	0.000
country	0.000	0.000	1.000	0.076	0.044	0.000	0.000	0.010	0.000	0.032	0.000	0.027	0.008	0.164	0.044	0.175	0.025	0.000	0.000	0.025	0.078	0.028	0.014
current_price	0.000	-0.000	0.076	1.000	-0.372	0.000	0.000	0.193	0.000	-0.140	0.000	0.706	0.074	0.032	0.372	0.885	-0.178	0.000	0.000	0.591	0.966	-0.127	0.034
discount_pct	0.000	-0.000	0.044	-0.372	1.000	0.000	0.000	0.462	0.000	0.339	0.000	-0.256	0.162	0.044	-1.000	0.071	0.435	0.000	0.000	0.042	-0.363	0.312	0.065
gender	0.690	0.724	0.000	0.000	0.000	1.000	1.000	0.000	1.000	0.000	0.309	0.192	0.000	0.000	0.000	0.000	0.000	0.546	0.483	0.050	0.080	0.000	0.000
has_extra_sizes	0.667	1.000	0.000	0.000	0.000	1.000	1.000	0.000	1.000	0.000	0.272	0.192	0.000	0.000	0.000	0.000	0.000	0.408	0.509	0.054	0.087	0.000	0.000
label	0.005	0.000	0.010	0.193	0.462	0.000	0.000	1.000	0.003	0.335	0.000	0.108	0.064	0.020	0.462	0.022	0.153	0.000	0.000	0.050	0.179	0.337	0.039
main_color	1.000	1.000	0.000	0.000	0.000	1.000	1.000	0.003	1.000	0.000	1.000	0.209	0.000	0.000	0.000	0.000	0.000	1.000	1.000	0.068	0.095	0.000	0.000
month	0.000	-0.000	0.032	-0.140	0.339	0.000	0.000	0.335	0.000	1.000	0.000	-0.099	0.390	0.091	-0.339	0.006	0.200	0.000	0.000	0.037	-0.137	0.911	0.309
productgroup	0.638	0.816	0.000	0.000	0.000	0.309	0.272	0.000	1.000	0.000	1.000	0.326	0.000	0.000	0.000	0.000	0.000	0.553	0.494	0.098	0.144	0.000	0.000
profit_margin	0.182	-0.658	0.027	0.706	-0.256	0.192	0.192	0.108	0.209	-0.099	0.326	1.000	0.049	0.011	0.256	0.629	-0.123	0.152	0.089	0.586	0.844	-0.089	0.016
promo1	0.000	0.000	0.008	0.074	0.162	0.000	0.000	0.064	0.000	0.390	0.000	0.049	1.000	0.047	0.162	0.016	0.125	0.000	0.000	0.149	0.067	0.521	0.358
promo2	0.000	0.000	0.164	0.032	0.044	0.000	0.000	0.020	0.000	0.091	0.000	0.011	0.047	1.000	0.044	0.028	0.026	0.000	0.000	0.021	0.020	0.088	0.047
ratio	0.000	0.000	0.044	0.372	-1.000	0.000	0.000	0.462	0.000	-0.339	0.000	0.256	0.162	0.044	1.000	-0.071	-0.435	0.000	0.000	-0.042	0.363	-0.312	0.065
regular_price	0.000	-0.000	0.175	0.885	0.071	0.000	0.000	0.022	0.000	0.006	0.000	0.629	0.016	0.028	-0.071	1.000	0.011	0.000	0.000	0.652	0.854	0.006	0.019
sales	0.000	-0.000	0.025	-0.178	0.435	0.000	0.000	0.153	0.000	0.200	0.000	-0.123	0.125	0.026	-0.435	0.011	1.000	0.000	0.000	0.542	-0.174	0.201	0.040
sec_color	0.795	0.782	0.000	0.000	0.000	0.546	0.408	0.000	1.000	0.000	0.553	0.152	0.000	0.000	0.000	0.000	0.000	1.000	0.400	0.033	0.038	0.000	0.000
style	0.589	0.876	0.000	0.000	0.000	0.483	0.509	0.000	1.000	0.000	0.494	0.089	0.000	0.000	0.000	0.000	0.000	0.400	1.000	0.036	0.024	0.000	0.000
total_profit	0.052	-0.226	0.025	0.591	0.042	0.050	0.054	0.050	0.068	0.037	0.098	0.586	0.149	0.021	-0.042	0.652	0.542	0.033	0.036	1.000	0.633	0.050	0.044
unit_profit	0.078	-0.225	0.078	0.966	-0.363	0.080	0.087	0.179	0.095	-0.137	0.144	0.844	0.067	0.020	0.363	0.854	-0.174	0.038	0.024	0.633	1.000	-0.124	0.028
week_number	0.000	-0.000	0.028	-0.127	0.312	0.000	0.000	0.337	0.000	0.911	0.000	-0.089	0.521	0.088	-0.312	0.006	0.201	0.000	0.000	0.050	-0.124	1.000	0.292
year	0.000	0.000	0.014	0.034	0.065	0.000	0.000	0.039	0.000	0.309	0.000	0.016	0.358	0.047	0.065	0.019	0.040	0.000	0.000	0.044	0.028	0.292	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	country	productgroup	category	style	gender	main_color	sec_color	has_extra_sizes	year	month	week_number	regular_price	current_price	ratio	discount_pct	cost	sales	unit_profit	total_profit	profit_margin	label
0	Germany	SHOES	TRAINING	slim	women	chocolate	lavender	1	2016	3	12	5.95	3.95	0.663866	0.336134	13.29	28	-9.34	-261.52	-1.548437	0
1	Germany	SHORTS	TRAINING	regular	women	darkkhaki	lavender	1	2016	3	12	5.95	3.95	0.663866	0.336134	2.29	28	1.66	46.48	0.420253	0
2	Germany	HARDWARE ACCESSORIES	GOLF	regular	women	goldenrod	lavender	1	2016	3	12	5.95	3.95	0.663866	0.336134	1.70	28	2.25	63.00	0.569620	0
3	Germany	SHOES	RUNNING	regular	kids	rosybrown	lightblue	1	2016	3	12	5.95	3.95	0.663866	0.336134	9.00	28	-5.05	-141.40	-1.278481	0
4	Germany	SHOES	RELAX CASUAL	regular	women	blueviolet	lightblue	1	2016	3	12	5.95	3.95	0.663866	0.336134	9.60	28	-5.65	-158.20	-1.430380	0
5	Germany	SWEATSHIRTS	TRAINING	wide	women	steelblue	lightblue	1	2016	3	12	5.95	3.95	0.663866	0.336134	4.20	28	-0.25	-7.00	-0.063291	1
6	Germany	SHOES	FOOTBALL GENERIC	wide	unisex	brown	rosybrown	0	2016	3	12	5.95	3.95	0.663866	0.336134	9.90	28	-5.95	-166.60	-1.506329	0
7	Germany	SHOES	INDOOR	wide	women	lightskyblue	rosybrown	1	2016	3	12	5.95	3.95	0.663866	0.336134	5.20	28	-1.25	-35.00	-0.316456	1
8	Germany	HARDWARE ACCESSORIES	RUNNING	slim	women	silver	rosybrown	1	2016	3	12	5.95	3.95	0.663866	0.336134	1.29	28	2.66	74.48	0.673418	0
9	Germany	SHOES	FOOTBALL GENERIC	regular	men	gray	rosybrown	1	2016	3	12	5.95	3.95	0.663866	0.336134	8.70	28	-4.75	-133.00	-1.202532	1

	country	productgroup	category	style	gender	main_color	sec_color	has_extra_sizes	year	month	week_number	regular_price	current_price	ratio	discount_pct	cost	sales	unit_profit	total_profit	profit_margin
99945	Germany	SHOES	TRAINING	slim	women	chocolate	lavender	1	2016	6	25	57.95	26.95	0.465056	0.534944	13.29	227	13.66	3100.82	0.506865
99946	Germany	SHORTS	TRAINING	regular	women	darkkhaki	lavender	1	2016	6	25	57.95	26.95	0.465056	0.534944	2.29	227	24.66	5597.82	0.915028
99947	Germany	HARDWARE ACCESSORIES	GOLF	regular	women	goldenrod	lavender	1	2016	6	25	57.95	26.95	0.465056	0.534944	1.70	227	25.25	5731.75	0.936920
99948	Germany	SHOES	RUNNING	regular	kids	rosybrown	lightblue	1	2016	6	25	57.95	26.95	0.465056	0.534944	9.00	227	17.95	4074.65	0.666048
99949	Germany	SHOES	RELAX CASUAL	regular	women	blueviolet	lightblue	1	2016	6	25	57.95	26.95	0.465056	0.534944	9.60	227	17.35	3938.45	0.643785
99950	Germany	SWEATSHIRTS	TRAINING	wide	women	steelblue	lightblue	1	2016	6	25	57.95	26.95	0.465056	0.534944	4.20	227	22.75	5164.25	0.844156
99951	Germany	SHOES	FOOTBALL GENERIC	wide	unisex	brown	rosybrown	0	2016	6	25	57.95	26.95	0.465056	0.534944	9.90	227	17.05	3870.35	0.632653
99952	Germany	SHOES	INDOOR	wide	women	lightskyblue	rosybrown	1	2016	6	25	57.95	26.95	0.465056	0.534944	5.20	227	21.75	4937.25	0.807050
99953	Germany	HARDWARE ACCESSORIES	RUNNING	slim	women	silver	rosybrown	1	2016	6	25	57.95	26.95	0.465056	0.534944	1.29	227	25.66	5824.82	0.952134
99954	Germany	SHOES	FOOTBALL GENERIC	regular	men	gray	rosybrown	1	2016	6	25	57.95	26.95	0.465056	0.534944	8.70	227	18.25	4142.75	0.677180

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)